Investment analysis agent that scores deals and surfaces only the top opportunities
A real estate investment group was reviewing thousands of listings by hand. We built an agent that continuously scans the market, scores opportunities against their thesis, and surfaces only the top deals.
Real Estate Investment Group
1,200
Listings / day
from 120
top 5%
Surfaced rate
from all
80
Deals / analyst / wk
from 8
The challenge
Analysts spent the bulk of their week filtering listings before any real analysis happened. Promising deals slipped to faster competitors while the team was still triaging.
What we did
- →Codified the firm's investment thesis into a scoring model — yields, risk profile, market signals, and qualitative criteria.
- →Built an agent that ingests listings continuously, runs the scoring model, and pulls supporting data from public sources.
- →Surfaced only the top 5% of deals into a dedicated analyst review queue.
Outcomes
- ✓Thousands of listings scanned every day with no human triage.
- ✓Top 5% of opportunities surfaced into the review queue.
- ✓Analyst throughput up roughly 10× — analysts now spend their time on deep diligence, not filtering.